{"id":"W4411914739","doi":"10.1111/codi.70150","title":"Impact of rectal cancer multidisciplinary conferences on patient care plans","year":2025,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stage (stratigraphy); Colorectal cancer; Multidisciplinary approach; Medical diagnosis; Cancer; General surgery; Surgery; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00456666,0.0001779858,0.0001676193,0.0006499375,0.0007231954,0.0009704905,0.0005429446,0.0004301352,0.003699758],"category_scores_gemma":[0.05730166,0.00017039,0.0004505326,0.000591015,0.0003053661,0.0005945576,0.001505245,0.0008941623,0.0002078407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378282,"about_ca_system_score_gemma":0.002314722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006177636,"about_ca_topic_score_gemma":0.01043817,"domain_scores_codex":[0.9888672,0.005916771,0.00108636,0.0005998666,0.00254453,0.000985265],"domain_scores_gemma":[0.926528,0.03508593,0.0246898,0.001853036,0.004532133,0.007311134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003753634,0.0002071857,0.9366348,0.0001014885,0.0000874677,0.0003208472,0.0004975003,0.0005704949,0.000307202,0.00006145101,0.0008920888,0.05994401],"study_design_scores_gemma":[0.0000159432,0.0003249366,0.9966498,0.00006173195,0.0000270767,0.0003879388,0.0007784321,0.0005634232,0.0001851963,0.00003931117,0.0009557075,0.0000105164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940597,0.0009723749,0.0002543557,0.001265292,0.00005214351,0.00006073441,0.0001941465,0.00002696315,0.003114283],"genre_scores_gemma":[0.9992023,0.0001286717,0.0003071692,0.00008818247,0.00002472071,0.00001443821,0.00009540893,0.000002867805,0.0001361765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006177636,"threshold_uncertainty_score":0.02415109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888054643141226,"score_gpt":0.3845751181377955,"score_spread":0.3456945717063833,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}